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Reseach Article

Molecular Modeling and Docking Analysis of Novel Drug like Compounds for NDM-1

Published on February 2013 by Amrit Jagyasi, Jyotsna Choubey, Ashish Patel, M. K. Verma
National Seminar on Application of Artificial Intelligence in Life Sciences 2013
Foundation of Computer Science USA
NSAAILS - Number 1
February 2013
Authors: Amrit Jagyasi, Jyotsna Choubey, Ashish Patel, M. K. Verma
226d5652-c2d1-41ce-91b0-58ed05f09832

Amrit Jagyasi, Jyotsna Choubey, Ashish Patel, M. K. Verma . Molecular Modeling and Docking Analysis of Novel Drug like Compounds for NDM-1. National Seminar on Application of Artificial Intelligence in Life Sciences 2013. NSAAILS, 1 (February 2013), 47-54.

@article{
author = { Amrit Jagyasi, Jyotsna Choubey, Ashish Patel, M. K. Verma },
title = { Molecular Modeling and Docking Analysis of Novel Drug like Compounds for NDM-1 },
journal = { National Seminar on Application of Artificial Intelligence in Life Sciences 2013 },
issue_date = { February 2013 },
volume = { NSAAILS },
number = { 1 },
month = { February },
year = { 2013 },
issn = 0975-8887,
pages = { 47-54 },
numpages = 8,
url = { /proceedings/nsaails/number1/10385-1011/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Seminar on Application of Artificial Intelligence in Life Sciences 2013
%A Amrit Jagyasi
%A Jyotsna Choubey
%A Ashish Patel
%A M. K. Verma
%T Molecular Modeling and Docking Analysis of Novel Drug like Compounds for NDM-1
%J National Seminar on Application of Artificial Intelligence in Life Sciences 2013
%@ 0975-8887
%V NSAAILS
%N 1
%P 47-54
%D 2013
%I International Journal of Computer Applications
Abstract

NDM-1 (New Delhi metallo-?-lactamase 1) is an enzyme that is carried in certain gram negative bacteria like E. coli and Klebsiella, and makes the bacterium resistant to the beta lactam antibiotics, including carbapenems, with the exception of the monobactam agent, aztreonam. Beta-lactamase is also known as carbapenemases, due to its resistance towards carbapenem antibiotics. Resistance to ? –lactam antibiotics mediated by metallo-?-lactamases is an increasingly worrying clinical problem. NDM-1 has been found in several clinically important carbapenem-resistant pathogens, there is a need for inhibitors of this enzyme that could protect broad spectrum antibiotics from hydrolysis and thus extend their utility. In the presented research, the 3D structure of NDM-1 protein was modeled using homology modeling by Modeller9v8. Evaluation of the constructed model is done by PROCHECK, PROSA, ERRAT and Verify3d servers. DEPTH server is used to predict active sites of Protein. Pubchem and ChEMBL, Drug Bank, and SuperNatural databases is used to find novel compounds. These compounds were dokced with the modeled structure, and those showing least Binding Energy were selected. These final compounds were then tested among Online Validation Servers (Molinspiration, and OSIRIS) for Drug Likeness. Also they were validated using ADMET descriptors protocol of Accelrys Discovery Studio.

References
  1. Giamarellou H, Poulakou G. Multidrug-resistant Gram-negative infections: what are the treatment options? Drugs. 2009;69:1879–1901. [PubMed]
  2. Miriagou V, Cornaglia G, Edelstein M et al. Acquired carbapenemases in Gram-negative bacterial pathogens: detection and surveillance issues. Clin Microbiol Infect 2010; 16: 112–122.
  3. Nordmann P, Cuzon G, Naas T. The real threat of Klebsiella pneumoniae carbapenemase-producing bacteria. Lancet Infect Dis 2009; 9: 228–236.
  4. Macpherson DW, Gushulak BD, Baine WB et al. Population mobility, globalization, and antimicrobial drug resistance. Emerg Infect Dis 2009; 15: 1727–1732.
  5. Lauretti L, Riccio ML, Mazzariol A et al. Cloning and characterization of blaVIM, a new integron-borne metallo-beta-lactamase gene from a Pseudomonas aeruginosa clinical isolate. Antimicrob Agents Chemother 1999; 43: 1584–1590.
  6. Yong D, Toleman MA, Giske CG et al. Characterization of a new metallo-beta-lactamase gene, bla(NDM-1), and a novel erythromycin esterase gene carried on a unique genetic structure in Klebsiella pneumoniae sequence type 14 from India. Antimicrob Agents Chemother 2009; 53: 5046–5054
  7. Muir A, Weinbren MJ. New Delhi metallo-beta-lactamase: a cautionary tale. J Hosp Infect 2010; 75: 239–240.
  8. Detection of Enterobacteriaceae isolates carrying metallo-beta-lactamase – United States, 2010. MMWR Morb Mortal Wkly Rep 2010; 25: 59.
  9. Karthikeyan K, Thirunarayan MA, Krishnan P. Coexistence of blaOXA-23 with blaNDM-1 and armA in clinical isolates of Acinetobacter baumannii from India. J Antimicrob Chemother 2010; 65: 2253–2254.
  10. Kumarasamy KK, Toleman MA, Walsh TR et al. Emergence of a new antibiotic resistance mechanism in India, Pakistan, and the UK: a molecular, biological, and epidemiological study. Lancet Infect Dis 2010; 10: 597–602.
  11. Å ali A, Blundell TL (1993). Comparative protein modelling by satisfaction of spatial restraints. J. Mol. Biol. 234:779-815 [PMID:8254673].
  12. Laskowski RA, MacArthur MW, Moss DS, Thornton JM(1993). PROCHECK - a program to check the stereochemical quality of protein structures. J. App. Cryst. , 26:283-291.
  13. Colovos C , Yeates TO (1993). Verification of protein structures: patterns of nonbonded atomic interactions. Protein Sci. 2:1511-9 [PMID: 8401235].
  14. Bowie JU, Lüthy R, Eisenberg D(1991). A method to identify protein sequences that fold into a known three-dimensional structure. Science. 253: 164-70 [PMID: 1853201].
  15. Lüthy R, Bowie JU, Eisenberg D(1992). Assessment of protein models with three-dimensional profiles. Nature. 356:83-5 [PMID: 1538787].
  16. Sippl MJ (1993). Recognition of Errors in Three-Dimensional Structures of Proteins. Proteins 17:355-362 [PMID: 8108378].
  17. Trott O, Olson AJ(2010). AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading. Journal of Computational Chemistry 31:455-461 [PMID: 19499576].
  18. Goodsell DS, Olson AJ (1990). Automated docking of substrates to proteins by simulated annealing, Proteins: Struct. Funct. Genet. 8:195–202 [PMID: 2281083].
  19. Guex N, Peitsch MC(1997). SWISS-MODEL and the Swiss- PdbViewer: An environment for comparative protein modeling. Electrophoresis 18:2714-2723 [PMID: 9504803].
  20. BARDA Partners to Develop New Class of Antibiotic(Contract supports new antibiotic against bioterrorism threats, Gram-negative infections ) press release Sept. 6, 2011, 3:04 p. m. EDT
  21. PolyMedix PMX-30063 Effective Against NDM-1 Drug-Resistant Bacteria. Pharma Technology Focus. 3 May 2011
Index Terms

Computer Science
Information Sciences

Keywords

Ndm-1 Metallo-?-lactamase Homology Modeling Docking Depth Admet